{"id":"W2030460516","doi":"10.1093/annhyg/mev034","title":"Characterization of Textiles Used in Chefs’ Uniforms for Protection Against Thermal Hazards Encountered in the Kitchen Environment","year":2015,"lang":"en","type":"article","venue":"The Annals of Occupational Hygiene","topic":"Thermoregulation and physiological responses","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Thermal protection; Thermal insulation; Flammability; Waste management; Materials science; Composite material; Environmental science; Thermal; Forensic engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000805745,0.00007784451,0.000162397,0.00007974623,0.00002097203,0.000004323427,0.0001101253,0.00005002463,0.00002621572],"category_scores_gemma":[0.0002205045,0.00004060262,0.00005873957,0.0001420445,0.00008498431,0.00007183782,0.00001679904,0.00006376309,0.000002552414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002152459,"about_ca_system_score_gemma":0.00008952532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002072322,"about_ca_topic_score_gemma":0.000006080385,"domain_scores_codex":[0.999114,0.0001176256,0.0002977622,0.00009484509,0.0002764329,0.00009937324],"domain_scores_gemma":[0.999402,0.000123278,0.0001787588,0.0001662802,0.0001055262,0.00002409079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01294356,0.0005250255,0.00712074,0.00004835742,0.00002696385,7.0765e-7,0.003481254,0.002455991,0.947465,0.0006047545,0.00002033245,0.02530729],"study_design_scores_gemma":[0.0008525002,0.0003076096,0.9482901,0.000045646,0.000005520967,7.419488e-7,0.0002755918,0.003099403,0.04627217,0.0004846293,0.0003216071,0.00004445729],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975126,0.00001810188,0.0003090702,0.001234953,0.00001754726,0.0007764079,0.00004518749,0.000004800163,0.00008137045],"genre_scores_gemma":[0.9992439,0.00001464668,0.0000416263,0.0003462319,0.00004471401,0.00009856278,0.0001492785,0.00000566146,0.00005541685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9411694,"threshold_uncertainty_score":0.1655727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2006542814278178,"score_gpt":0.3701893079409584,"score_spread":0.1695350265131406,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}